New Ubuntu Setup for Deep Learning, Scala, and SPARK

# Install Ubuntu 16.04

sudo apt-get update

sudo apt-get upgrade

# See this post for a clean Tensorflow 1.0 CUDA 8.0 CUDNN 5 Python 3.5 Ubuntu 16.04 installation
https://programmingmatrix.blogspot.ca/2017/04/clean-tensorflow-10-installation.html

#Java
http://programmingmatrix.blogspot.com/2013/09/new-instructions-for-installing-java-on.html 

# instructions for alternatives
https://www.digitalocean.com/community/tutorials/how-to-install-java-with-apt-get-on-ubuntu-16-04 

http://www.oracle.com/technetwork/java/javase/downloads/jdk8-

downloads-2133151.html

https://docs.oracle.com/javase/8/docs/technotes/guides/install/mac_jdk.html

http://stackoverflow.com/questions/1348842/what-should-i-set-java-home-to-on-osx

~/.bash_profile : export JAVA_HOME="`/usr/libexec/java_home -v '1.8*'`"

Scala

http://scala-ide.org

https://www.scala-lang.org/download/

~/.bash_profile:

export SCALA_HOME=$HOME/scala-2.12.1

export SCALA_BIN=$SCALA_HOME/bin

export PATH=$PATH:$SCALA_BIN

Spark

http://spark.apache.org/downloads.html

http://programmingmatrix.blogspot.com/2016/10/set-up-apache-spark-keys-and-verifying.html

cd

mv Downloads/spark-2.0.2-bin-hadoop2.7.tar .

tar xvf spark-2.0.2-bin-hadoop2.7.tar 

Kafka

https://kafka.apache.org/quickstart

~/.bash_profile:

export SPARK_HOME=$HOME/spark

export SPARK_BIN=$SPARK_HOME/bin

export PATH=$PATH:$SPARK_BIN

export KERAS_BACKEND=tensorflow

ln -s spark-2.0.2-bin-hadoop2.7 spark

Golang

https://golang.org/dl/

Atom Editor 

https://atom.io

http://programmingmatrix.blogspot.com/2016/03/atom-text-editor.html